MEMTS: Internalizing Domain Knowledge via Parameterized Memory for Retrieval-Free Domain Adaptation of Time Series Foundation Models

@inproceedings{yu2026memts,
  title = {MEMTS: Internalizing Domain Knowledge via Parameterized Memory for Retrieval-Free Domain Adaptation of Time Series Foundation Models},
  author = {Xiaoyun Yu and Liwen Fan and Xiangfei Qiu and Nanqing Dong and Yonggui Huang and Honggang Qi and Geguang Pu and Wanli Ouyang and Xi Chen and Jilin Hu},
  year = {2026},
  booktitle = {Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2},
  eprint = {2602.13783},
  archivePrefix = {arXiv},
  doi = {10.1145/3770855.3818032},
  url = {https://arxiv.org/abs/2602.13783},
}